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视觉分割中纹理与颜色线索的结合

Combination of texture and color cues in visual segmentation.

作者信息

Saarela Toni P, Landy Michael S

机构信息

Department of Psychology and Center for Neural Science, New York University, New York, NY, USA.

出版信息

Vision Res. 2012 Apr;58:59-67. doi: 10.1016/j.visres.2012.01.019. Epub 2012 Feb 24.

Abstract

The visual system can use various cues to segment the visual scene into figure and background. We studied how human observers combine two of these cues, texture and color, in visual segmentation. In our task, the observers identified the orientation of an edge that was defined by a texture difference, a color difference, or both (cue combination). In a fourth condition, both texture and color information were available, but the texture and color edges were not spatially aligned (cue conflict). Performance markedly improved when the edges were defined by two cues, compared to the single-cue conditions. Observers only benefited from the two cues, however, when they were spatially aligned. A simple signal-detection model that incorporates interactions between texture and color processing accounts for the performance in all conditions. In a second experiment, we studied whether the observers are able to ignore a task-irrelevant cue in the segmentation task or whether it interferes with performance. Observers identified the orientation of an edge defined by one cue and were instructed to ignore the other cue. Three types of trial were intermixed: neutral trials, in which the second cue was absent; congruent trials, in which the second cue signaled the same edge as the target cue; and conflict trials, in which the second cue signaled an edge orthogonal to the target cue. Performance improved when the second cue was congruent with the target cue. Performance was impaired when the second cue was in conflict with the target cue, indicating that observers could not discount the second cue. We conclude that texture and color are not processed independently in visual segmentation.

摘要

视觉系统可以利用各种线索将视觉场景分割为图形和背景。我们研究了人类观察者在视觉分割中如何结合其中两种线索,即纹理和颜色。在我们的任务中,观察者要识别由纹理差异、颜色差异或两者共同定义的边缘(线索组合)的方向。在第四种情况下,纹理和颜色信息都可用,但纹理和颜色边缘在空间上未对齐(线索冲突)。与单线索条件相比,当边缘由两种线索定义时,表现显著提高。然而,观察者只有在两种线索在空间上对齐时才能从它们中受益。一个包含纹理和颜色处理之间相互作用的简单信号检测模型可以解释所有条件下的表现。在第二个实验中,我们研究了观察者在分割任务中是否能够忽略与任务无关的线索,或者它是否会干扰表现。观察者识别由一种线索定义的边缘,并被指示忽略另一种线索。三种类型的试验混合在一起:中性试验,其中不存在第二种线索;一致试验,其中第二种线索指示与目标线索相同的边缘;冲突试验,其中第二种线索指示与目标线索正交的边缘。当第二种线索与目标线索一致时,表现会提高。当第二种线索与目标线索冲突时,表现会受损,这表明观察者无法忽略第二种线索。我们得出结论,在视觉分割中,纹理和颜色不是独立处理的。

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